{"product_id":"python-data-science-a-hands-on-guide-beyond-the-basics-9781086913217","title":"Python Data Science: A Hands-on Guide Beyond the Basics","description":"\u003cp\u003e • Author(s): Travis Booth\u003cbr\u003e • Publisher: Independently Published\u003cbr\u003e • Publisher Imprint: Independently Published\u003cbr\u003e • BISAC: Artificial Intelligence - General\u003c\/p\u003e\u003cp\u003eLevel up your data science skills using Python. An in-depth guide to using Python for data scientists.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eAre you familiar with using Python for data analysis on a basic level? Do you find the advanced guides heavy on math but light on readability?\u003c\/p\u003e\u003cp\u003eAre you someone who is looking to expand their knowledge when it comes to data science techniques and need a step by step, easily understood walkthrough?\u003c\/p\u003e\u003cp\u003e\u003cem\u003ePython Data Science: A Hand-On Guide Beyond the Basics\u003c\/em\u003e will take your data science skills to the next level. Complex enough to engage those who are familiar with the basics, yet easy enough to be understood by those unfamiliar with heavy math.\u003c\/p\u003e\u003cp\u003eInside you will learn: \u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eNumPy arrays and working with raw data- best practices and techniques.\u003c\/li\u003e\n\u003cli\u003eHow to use inferential statistics to analyze data.\u003c\/li\u003e\n\u003cli\u003eMore advanced models- how to integrate base models into an ensemble model.\u003c\/li\u003e\n\u003cli\u003eHow to handle unstructured text.\u003c\/li\u003e\n\u003cli\u003eK-Means clustering.\u003c\/li\u003e\n\u003cli\u003eFine tuning your data sets for outcomes- unstructured and structured.\u003c\/li\u003e\n\u003cli\u003ePython as a tool and getting the best out of it.\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eand so much more!\u003c\/p\u003e\u003cp\u003eA data scientist needs to know the ins and outs of the data they receive and Python is the perfect tool to achieve this. Take your skills to the next level and learn from someone who works with data for a living.\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eExplore the book by looking inside and check out what others are saying about\u003cem\u003e Python Data Science\u003c\/em\u003e.\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eClick 'Buy Now'!\u003c\/strong\u003e\u003c\/p\u003e\u003cstrong\u003eBonus: Get the E-Book absolutely free when you purchase the paperback with Kindle Matchbook!\u003c\/strong\u003e","brand":"Independently Published","offers":[{"title":"Paperback","offer_id":45505633943703,"sku":"9781086913217","price":1792.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9781086913217.webp?v=1767924296","url":"https:\/\/atlanticbooks.com\/products\/python-data-science-a-hands-on-guide-beyond-the-basics-9781086913217","provider":"Atlantic Books","version":"1.0","type":"link"}